To identify the investment opportunity in Bursa Market (KLSE)
Project description
EquityAnalyzer
To find investment opportunity and trading signal through fundamental analysis and technical analysis in Bursa Malaysia (KLSE)
Issue Tracker
- Fundamental Analysis
- To collect financial statement for both Annual and Quarter frequency
- To generate the overview of company performance using statistical score:
- Altman Z Score (Simple Credit Strength test)
- Ohlson O Score (Extended from Z-Score, Likelihood to default in 2 years)
- Beneish M Score (8) - Profit Manipulation
- Piotroski F Score (Determine strength of a firm's financial position, avoid value traps)
- EBIT / EV (Alternative to PE ratio, take into account of debt)
- Net Cash (Net cash position of a company)
- Market Capitalization (Market value of company outstanding shares)
- 52W Range vs Current Price (Position of share price over last 52 weeks)
- To collect the commodity price and foreign exchange
- Rubberwood
- Resin
- Gold
- Lumber
- USD/MYR
- Baltic dry
- Crude oil
- Palm oil
- Lumber
- Sugar
- Poultry
- Corn
- Steel
- Fearix
- To update the existing data file rather than replacing it
- Technical Analysis
- To collect historical data from yahoo API
- Create and define technical indicator
- Modelling
- Classification - Trading signal (Buy or sell?)
- Regression - Entry Price / Stop loss (Buy/Sell at what price?)
- Natural Language Processing (NLP) - TBC
- Footnote preparation / Remarks - To collect and summarize information from quarter report / analyst report
- News / Forum
- Sentiment Analysis
- User Interface
- Table (Statement, historical share price)
- Graph (Historical Share price and the technical indicator)
- Trading signal (Search and filter function)
Project details
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